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Son MK, Lee K, Park HY. Temporal Changes in Resting Heart Rate and Risk of Diabetes Mellitus. Diabetes Metab J 2024; 48:752-762. [PMID: 38310876 PMCID: PMC11307111 DOI: 10.4093/dmj.2023.0305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 11/13/2023] [Indexed: 02/06/2024] Open
Abstract
BACKGRUOUND To investigate the association between the time-varying resting heart rate (RHR) and change in RHR (∆RHR) over time and the risk of diabetes mellitus (DM) by sex. METHODS We assessed 8,392 participants without DM or atrial fibrillation/flutter from the Korean Genome and Epidemiology Study, a community-based prospective cohort study that was initiated in 2001 to 2002. The participants were followed up until December 31, 2018. Updating RHR with biennial in-study re-examinations, the time-varying ∆RHR was calculated by assessing the ∆RHR at the next follow-up visit. RESULTS Over a median follow-up of 12.3 years, 1,345 participants (16.2%) had DM. As compared with RHR of 60 to 69 bpm, for RHR of ≥80 bpm, the incidence of DM was significantly increased for both male and female. A drop of ≥5 bpm in ∆RHR when compared with the stable ∆RHR group (-5< ∆RHR <5 bpm) was associated significantly with lower risk of DM in both male and female. However, an increase of ≥5 bpm in ∆RHR was significantly associated with higher risk of DM only in female, not in male (hazard ratio for male, 1.057 [95% confidence interval, 0.869 to 1.285]; and for female, 1.218 [95% confidence interval, 1.008 to 1.471]). CONCLUSION In this community-based longitudinal cohort study, a reduction in ∆RHR was associated with a decreased risk of DM, while an increase in ∆RHR was associated with an increased risk of DM only in female.
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Affiliation(s)
- Mi Kyoung Son
- Division of Population Health Research, Department of Precision Medicine, Korea National Institute of Health, Cheongju, Korea
| | - Kyoungho Lee
- Division of Population Health Research, Department of Precision Medicine, Korea National Institute of Health, Cheongju, Korea
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2
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Zhang X, Hong F, Qin Z, Liu L, Yang J, Tang X, Li X, Zhang J, Luo P. Resting heart rate is associated with the risk of metabolic syndrome and its components among Dong adults in southwest China: Cross-sectional findings of the China Multi-Ethnic Cohort Study. Diabetes Metab Res Rev 2022; 38:e3475. [PMID: 34036712 DOI: 10.1002/dmrr.3475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 04/05/2021] [Accepted: 05/11/2021] [Indexed: 11/11/2022]
Abstract
AIMS High resting heart rate (RHR), one abnormal manifestation of autonomic nervous system, is associated with metabolic disorders. However, the association between RHR and metabolic syndrome (MetS) and its components remains controversial. We aimed to explore the link between these two parameters. MATERIALS AND METHODS The study included 6589 Dong adults (1434 cases of MetS) from the cross-sectional survey of the China Multi-Ethnic Cohort Study. Logistic regression model was used to calculate odds ratios (ORs) and 95% confidence intervals (CIs) and assess the association between RHR and MetS, clustered metabolic risk, and MetS components. Restricted cubic splines model was used to evaluate the dose response association. RESULTS A positive association existed between RHR and MetS, and people in the highest RHR quartile had a higher MetS risk (OR 1.75 [95% CI 1.42-2.15]) than those in the lowest quartile. The clustered metabolic risk associated with RHR (p < 0.05). Furthermore, RHR was related to elevated blood pressure (BP), elevated triglycerides (TG) and elevated fasting plasma glucose (FPG); the ORs (95% CIs) for the highest versus lowest RHR quartile were 2.06 (1.75-2.43), 1.37 (1.17-1.62) and 2.53 (2.04-3.14), respectively. Similar results were found in sensitivity and subgroup analyses. Also, non-linear dose response association existed between RHR and MetS and elevated levels of BP, TG and FPG (p < 0.001). CONCLUSIONS RHR was related to increased risk of MetS, three MetS components (elevated BP, elevated TG and elevated FPG) and the clustered metabolic risk. RHR may be a useful indicator for MetS.
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Affiliation(s)
- Xiao Zhang
- School of Public Health, Guizhou Medical University, Guiyang, China
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
| | - Feng Hong
- School of Public Health, Guizhou Medical University, Guiyang, China
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
| | - Zixiu Qin
- School of Public Health, Guizhou Medical University, Guiyang, China
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
| | - Leilei Liu
- School of Public Health, Guizhou Medical University, Guiyang, China
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
| | - Jun Yang
- Guiyang Centers for Diseases Control and Prevention, Guiyang, China
| | - Xuejie Tang
- The Affiliated Higher Education Mega Center Hospital of Guizhou Medical University, Guiyang, China
| | - Xi Li
- School of Public Health, Guizhou Medical University, Guiyang, China
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
| | - Jiangping Zhang
- School of Public Health, Guizhou Medical University, Guiyang, China
- Health Bureau of Yunyan District, Guiyang, China
| | - Peng Luo
- School of Public Health, Guizhou Medical University, Guiyang, China
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, China
- State Key Laboratory of Function and Application of Medicinal Plants, Guizhou Medical University, Guiyang, China
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Zhang M, Zhao Y, Sun L, Xi Y, Zhang W, Lu J, Hu F, Shi X, Hu D. Cohort Profile: The Rural Chinese Cohort Study. Int J Epidemiol 2021; 50:723-724l. [PMID: 33367613 DOI: 10.1093/ije/dyaa204] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/21/2020] [Indexed: 12/17/2022] Open
Affiliation(s)
- Ming Zhang
- Department of Biostatistics and Epidemiology, School of Public Health, Shenzhen University Health Science Center, Shenzhen, Guangdong, China
| | - Yang Zhao
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Liang Sun
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Yuanlin Xi
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Weidong Zhang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Jie Lu
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Fulan Hu
- Department of Biostatistics and Epidemiology, School of Public Health, Shenzhen University Health Science Center, Shenzhen, Guangdong, China
| | - Xuezhong Shi
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Dongsheng Hu
- Department of Biostatistics and Epidemiology, School of Public Health, Shenzhen University Health Science Center, Shenzhen, Guangdong, China
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Chowdhury SD, Pramanik S, Bhattacharjee K, Mondal LK. Effects of lunar cycle on fasting plasma glucose, heart rate and blood pressure in type 2 diabetic patients. Chronobiol Int 2020; 38:270-277. [PMID: 33307847 DOI: 10.1080/07420528.2020.1842754] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The purpose of this study was to investigate the influence of lunar phases on fasting plasma glucose, heart rate, and blood pressure in type 2 diabetic patients. The present cross-sectional study was carried out during four phases, i.e., full moon (FM), first quarter (FQ), new moon (NM), and third quarter (TQ), of the lunar month. The study was conducted on 42 randomly selected patients (22 males and 20 females) from the Diabetes Clinic of Calcutta Medical College. Fasting plasma glucose (FPG) of each subject was determined and heart rate (HR) and blood pressure (BP) were measured at rest and during static exercise conditions, i.e., performance of a standard handgrip dynamometer test. The FPG level during the NM and FM was significantly higher (p < .001) than during the TQ and FQ for both males and females, respectively. The mean HR during static exercise during the NM and FM for both males and females was significantly higher than that during the FQ (p < .05) and TQ (p < .01). It appears from the present study that lunar phases may affect fasting plasma glucose level and cardiovascular functions of aged type 2 diabetic patients both at rest and during exercise.
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Affiliation(s)
| | - Subhasish Pramanik
- Department of Opthalmology, Regional Institute of Ophthalmology, Medical College and Hospital , Kolkata, India
| | - Koena Bhattacharjee
- Department of Opthalmology, Regional Institute of Ophthalmology, Medical College and Hospital , Kolkata, India
| | - Lakshmi Kanta Mondal
- Department of Opthalmology, Regional Institute of Ophthalmology, Medical College and Hospital , Kolkata, India
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Nwabuo CC, Appiah D, Moreira HT, Vasconcellos HD, Aghaji QN, Ambale-Venkatesh B, Rana JS, Allen NB, Lloyd-Jones DM, Schreiner PJ, Gidding SS, Lima JAC. Temporal Changes in Resting Heart Rate, Left Ventricular Dysfunction, Heart Failure and Cardiovascular Disease: CARDIA Study. Am J Med 2020; 133:946-953. [PMID: 32001229 PMCID: PMC7477638 DOI: 10.1016/j.amjmed.2019.12.035] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 12/11/2019] [Accepted: 12/12/2019] [Indexed: 12/16/2022]
Abstract
BACKGROUND The prognostic significance of temporal changes in resting heart rate in young adults for premature heart failure and cardiovascular disease is unclear. We investigated the association between temporal changes in resting heart rate in young adults and early adult risk factors, subsequent cardiac function, and the risk of heart failure and cardiovascular by middle age. METHODS We examined 4343 Coronary Artery Risk Development in Young Adults (CARDIA) study participants (mean [SD] age was 29.9 [3.6] years at the CARDIA Year-5 examination [1990-1991], 49% of participants were men, and 45% were African-American). Adjusted linear regression models were used to assess the association between temporal changes in resting heart rate, early life cardiovascular disease risk factors, and midlife cardiac function. Cox proportional hazard regression models were used to relate temporal changes in resting heart rate to heart failure and cardiovascular disease. Outcomes were followed up until August 31, 2017. RESULTS Higher alcohol consumption (β = 0.03, P <0.001), lower physical activity (β = 0.002, P = 001), smoking (β = 1.58, P <0.001), men (P <0.001), African Americans (P <0.001), impaired left ventricular relaxation (e´,β = -0.13, P = 0.002), and worse diastolic function (E/e´, β = 0.1, P = 0.01) were associated with longitudinal increases in resting heart rate. We observed 268 cardiovascular disease and 74 heart failure events over a median of 26 years. In Cox models, baseline and temporal changes in resting heart rate were associated with higher risk of heart failure (hazard ratio [HR] =1.37 95% confidence interval [CI] [1.05-1.79] and HR = 1.38 95% CI [1.02-1.86]) and a higher risk cardiovascular disease (HR = 1.23 95% CI [1.07-1.42] and HR = 1.23 95% CI [1.05-1.44]). CONCLUSIONS Baseline and temporal changes in resting heart rate in young adults were associated with incident heart failure and cardiovascular disease by midlife. Contributory factors were associations between temporal increases in resting heart rate and early adult risk factors and subsequent cardiac dysfunction.
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Affiliation(s)
| | - Duke Appiah
- Department of Public Health, Texas Tech University Health Sciences Center, Lubbock, Tex
| | | | | | | | | | - Jamal S Rana
- Department of Cardiology, Kaiser Permanente Northern California, Oakland, Calif
| | - Norrina B Allen
- Northwestern University Feinberg School of Medicine, Chicago, Ill
| | | | | | - Samuel S Gidding
- Nemours Cardiac Center, Alfred I. duPont Hospital for Children, Wilmington, Del
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郑 鸿, 薛 恩, 王 雪, 陈 曦, 王 斯, 黄 辉, 江 锦, 叶 莺, 黄 春, 周 筠, 高 文, 余 灿, 吕 筠, 吴 小, 黄 小, 曹 卫, 严 延, 吴 涛, 李 立. [Bivariate heritability estimation of resting heart rate and common chronic disease based on extended pedigrees]. BEIJING DA XUE XUE BAO. YI XUE BAN = JOURNAL OF PEKING UNIVERSITY. HEALTH SCIENCES 2020; 52:432-437. [PMID: 32541974 PMCID: PMC7433431 DOI: 10.19723/j.issn.1671-167x.2020.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Indexed: 11/20/2022]
Abstract
OBJECTIVE To estimate the univariate heritability of resting heart rate and common chronic disease such as hypertension, diabetes, and dyslipidemia based on extended pedigrees in Fujian Tulou area and to explore bivariate heritability to test for the genetic correlation between resting heart rate and other relative phenotypes. METHODS The study was conducted in Tulou area of Nanjing County, Fujian Province from August 2015 to December 2017. The participants were residents with Zhang surname and their relatives from Taxia Village, Qujiang Village, and Nanou Village or residents with Chen surname and their relatives from Caoban Village, Tumei Village, and Beiling Village. The baseline survey recruited 1 563 family members from 452 extended pedigrees. The pedigree reconstruction was based on the family information registration and the genealogy booklet. Univariate and bivariate heritability was estimated using variance component models for continuous variables, and susceptibility-threshold model for binary variables. RESULTS The pedigree reconstruction identified 1 seven-generation pedigree, 2 five-generation pedigrees, 23 four-generation pedigrees, 186 three-generation pedigrees, and 240 two-generation pedigrees. The mean age of the participants was 57.2 years and the males accounted for 39.4%. The prevalence of hypertension, diabetes, dyslipidemia in this population was 49.2%, 10.0%, and 45.2%, respectively. The univariate heritability estimation of resting heart rate, hypertension, and dyslipidemia was 0.263 (95%CI: 0.120-0.407), 0.404 (95%CI: 0.135-0.673), and 0.799 (95%CI: 0.590-1), respectively. The heritability of systolic blood pressure, diastolic blood pressure, fasting glucose, total cholesterol, triglyceride, high-density lipoprotein cholesterol, and low-density lipoprotein cholesterol was 0.379, 0.306, 0.393, 0.452, 0.568, 0.852, and 0.387, respectively. In bivariate analysis, there were phenotypic correlations between resting heart rate with hypertension, diabetes, diastolic blood pressure, fasting glucose, and triglyceride. After taking resting heart rate into account, there were strong genetic correlations between resting heart rate with fasting glucose (genetic correlation 0.485, 95%CI: 0.120-1, P<0.05) and diabetes (genetic correlation 0.795, 95%CI: 0.181-0.788, P<0.05). CONCLUSION Resting heart rate was a heritable trait and correlated with several common chronic diseases and related traits. There was strong genetic correlation between resting heart rate with fasting glucose and diabetes, suggesting that they may share common genetic risk factors.
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Affiliation(s)
- 鸿尘 郑
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 恩慈 薛
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 雪珩 王
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 曦 陈
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 斯悦 王
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 辉 黄
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 锦 江
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 莺 叶
- 福建省疾病预防控制中心地方病防治科,福州 350001 Department of Local Disease Control and Prevention, Fujian Provincial Center for Disease Control and Prevention, Fuzhou 350001, China
| | - 春兰 黄
- 福建省漳州市南靖县疾病预防控制中心卫生科,福建南靖 363600 Department of Hygiene, Nanjing County Center for Disease Control and Prevention, Nanjing 363600 Fujian, China
| | - 筠 周
- 首都医科大学附属天坛医院国家神经系统疾病临床医学研究中心,北京 100070 Beijing Tiantan Hospital, Capital Medical University, China National Clinical Research Center for Neurological Diseases, Beijing 100070, China
| | - 文静 高
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 灿清 余
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 筠 吕
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 小玲 吴
- 福建省漳州市南靖县疾病预防控制中心卫生科,福建南靖 363600 Department of Hygiene, Nanjing County Center for Disease Control and Prevention, Nanjing 363600 Fujian, China
| | - 小明 黄
- 福建省漳州市南靖县疾病预防控制中心卫生科,福建南靖 363600 Department of Hygiene, Nanjing County Center for Disease Control and Prevention, Nanjing 363600 Fujian, China
| | - 卫华 曹
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - 延生 严
- 福建省疾病预防控制中心地方病防治科,福州 350001 Department of Local Disease Control and Prevention, Fujian Provincial Center for Disease Control and Prevention, Fuzhou 350001, China
| | | | - 立明 李
- 北京大学公共卫生学院流行病与卫生统计学系,北京 100191 Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
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Abstract
Heart rate is a parameter that is very easy to measure and is widely used both in clinic and during daily life activities. Its value gained more relevance with the evidence, in prospective studies and meta-analysis, of association between elevated heart rate values and diseases and outcomes.The increased knowledge of physiological mechanisms of heart rate control and the pathophysiological mechanisms responsible for its dysfunction allows to identify the cut-off value of normalcy providing info for non-pharmacological and pharmacological treatments to reduce the cardiovascular risk both in general population and in pathophysiological conditions. This paper overviews the knowledges of the role of resting heart rate as predictor of cardiovascular risk.
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Affiliation(s)
- Gino Seravalle
- Department of Cardiology, Italian Auxological Institute S. Luca Hospital, Milan, Italy -
| | | | - Guido Grassi
- Department of Health Science, Milano-Bicocca University, Milan, Italy
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Resting Heart Rate and Type 2 Diabetes: A Complex Relationship in Need of Greater Understanding. J Am Coll Cardiol 2020; 74:2175-2177. [PMID: 31648710 DOI: 10.1016/j.jacc.2019.08.1030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Accepted: 08/26/2019] [Indexed: 11/20/2022]
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